H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Mathematics H-index 75 Citations 31,161 313 World Ranking 75 National Ranking 4

Overview

What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Normal distribution
  • Artificial intelligence

His primary areas of investigation include Statistics, Estimator, Applied mathematics, Nonparametric regression and Nonparametric statistics. He regularly links together related areas like Econometrics in his Statistics studies. Many of his research projects under Estimator are closely connected to Rate of convergence with Rate of convergence, tying the diverse disciplines of science together.

His Applied mathematics research incorporates themes from Kernel, Errors-in-variables models, Nonlinear time series analysis, Mathematical optimization and Function. Wolfgang Karl Härdle works mostly in the field of Nonparametric regression, limiting it down to concerns involving Kernel regression and, occasionally, Kernel density estimation. Wolfgang Karl Härdle has researched Nonparametric statistics in several fields, including Parametric statistics, Generalized additive model, Time series, Series and Conditional expectation.

His most cited work include:

  • Applied Nonparametric Regression (2617 citations)
  • Comparing Nonparametric Versus Parametric Regression Fits (943 citations)
  • Applied Multivariate Statistical Analysis (809 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Econometrics, Statistics, Applied mathematics, Nonparametric statistics and Estimator. His Econometrics study frequently links to related topics such as Value at risk. His study in Statistics focuses on Nonparametric regression, Regression, Regression analysis, Smoothing and Semiparametric regression.

The various areas that he examines in his Applied mathematics study include Semiparametric model, Kernel, Linear model, Mathematical optimization and Function. His study in Parametric statistics extends to Nonparametric statistics with its themes. Specifically, his work in Estimator is concerned with the study of Asymptotic distribution.

He most often published in these fields:

  • Econometrics (47.27%)
  • Statistics (20.69%)
  • Applied mathematics (15.34%)

What were the highlights of his more recent work (between 2016-2021)?

  • Econometrics (47.27%)
  • Cryptocurrency (6.30%)
  • Volatility (13.45%)

In recent papers he was focusing on the following fields of study:

Econometrics, Cryptocurrency, Volatility, Portfolio and Quantile are his primary areas of study. His Econometrics research is multidisciplinary, relying on both Value at risk and Systemic risk. Heteroscedasticity and Parametric model is closely connected to Skewness in his research, which is encompassed under the umbrella topic of Volatility.

His Heteroscedasticity research is multidisciplinary, incorporating perspectives in Nonparametric statistics and Kernel density estimation. In his research, Linear model is intimately related to Applied mathematics, which falls under the overarching field of Nonparametric statistics. Quantile regression is a subfield of Statistics that Wolfgang Karl Härdle tackles.

Between 2016 and 2021, his most popular works were:

  • CRIX an Index for cryptocurrencies (54 citations)
  • CRIX an Index for cryptocurrencies (54 citations)
  • Investing with Cryptocurrencies—a Liquidity Constrained Investment Approach (22 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Applied Nonparametric Regression

Wolfgang Härdle.
(1990)

5806 Citations

Nonparametric and Semiparametric Models

Wolfgang Härdle.
(2004)

1608 Citations

Comparing Nonparametric Versus Parametric Regression Fits

W. Hardle;E. Mammen.
Annals of Statistics (1993)

1355 Citations

Smoothing Techniques: With Implementation in S

Wolfgang Härdle.
(2011)

1355 Citations

Applied Multivariate Statistical Analysis

Wolfgang Karl Härdle;Léopold Simar.
(2003)

1326 Citations

Wavelets, Approximation, and Statistical Applications

Wolfgang Härdle;Gerard Kerkyacharian;Alexander Tsybakov;Dominique Picard.
(1998)

1136 Citations

Partially Linear Models

Wolfgang Hardle;Hua LIang;Jiti Gao.
(2000)

843 Citations

Investigating Smooth Multiple Regression by the Method of Average Derivatives

Wolfgang Härdle;Thomas M. Stoker.
(2011)

800 Citations

Optimal Smoothing in Single-index Models

Wolfgang Härdle;Peter Hall;Hidehiko Ichimura.
Annals of Statistics (1993)

724 Citations

Optimal Bandwidth Selection in Nonparametric Regression Function Estimation

Wolfgang Hardle;James Stephen Marron.
Annals of Statistics (1985)

535 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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